Semantic querying of data guided by Formal Concept Analysis
Identifieur interne : 001792 ( Main/Exploration ); précédent : 001791; suivant : 001793Semantic querying of data guided by Formal Concept Analysis
Auteurs : Victor Codocedo [Chili] ; Ioanna Lykourentzou [Luxembourg (pays)] ; Amedeo Napoli [France]Source :
English descriptors
Abstract
In this paper we present a novel approach to handle querying over a concept lattice of documents and annotations. We focus on the problem of "non-matching documents", which are those that, despite being semantically relevant to the user query, do not contain the query's elements and hence cannot be retrieved by typical string matching approaches. In order to find these documents, we modify the initial user query using the concept lattice as a guide. We achieve this by identifying in the lattice a formal concept that represents the user query and then by finding potentially relevant concepts, identified as such through the proposed notion of cousin concepts. Finally, we use a concept semantic similarity metric to order and present retrieved documents. The main contribution of this paper is the introduction of the notion of cousin concepts of a given formal concept followed by a discussion on how this notion is useful for lattice-based information indexing and retrieval.
Url:
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Hal, to step Corpus: 004493
- to stream Hal, to step Curation: 004493
- to stream Hal, to step Checkpoint: 001402
- to stream Main, to step Merge: 001820
- to stream Main, to step Curation: 001792
Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Semantic querying of data guided by Formal Concept Analysis</title><author><name sortKey="Codocedo, Victor" sort="Codocedo, Victor" uniqKey="Codocedo V" first="Victor" last="Codocedo">Victor Codocedo</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-36850" status="VALID"><orgName>Departamento de Informatica [Valparaíso, Chile]</orgName><desc><address><addrLine>Av.España 1680 - Valparaíso</addrLine><country key="CL"></country></address><ref type="url">http://portal.inf.utfsm.cl</ref></desc><listRelation><relation active="#struct-406898" type="direct"></relation></listRelation><tutelles><tutelle active="#struct-406898" type="direct"><org type="institution" xml:id="struct-406898" status="VALID"><orgName>Universidad Tecnica Federico Santa Maria [Valparaiso]</orgName><orgName type="acronym">UTFSM</orgName><desc><address><addrLine>Avenida España 1680, Valparaíso</addrLine><country key="CL"></country></address><ref type="url">http://www.usm.cl/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>Chili</country></affiliation></author><author><name sortKey="Lykourentzou, Ioanna" sort="Lykourentzou, Ioanna" uniqKey="Lykourentzou I" first="Ioanna" last="Lykourentzou">Ioanna Lykourentzou</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-96532" status="VALID"><orgName>Centre de Recherche Public Henri Tudor [Headquarters]</orgName><orgName type="acronym">CRP Henri Tudor</orgName><desc><address><addrLine>29 Avenue John F. Kennedy, 1855 LUXEMBOURG</addrLine><country key="LU"></country></address><ref type="url">http://www.tudor.lu/</ref></desc><listRelation><relation active="#struct-371421" type="direct"></relation></listRelation><tutelles><tutelle active="#struct-371421" type="direct"><org type="institution" xml:id="struct-371421" status="VALID"><orgName> Centre de Recherche Public Henri-Tudor [Luxembourg]</orgName><orgName type="acronym">CRP Henri-Tudor</orgName><desc><address><addrLine>6 Avenue des Hauts-Fourneaux. 4362 Esch-sur-Alzette, Luxembourg</addrLine><country key="LU"></country></address></desc></org></tutelle></tutelles></hal:affiliation><country>Luxembourg (pays)</country></affiliation></author><author><name sortKey="Napoli, Amedeo" sort="Napoli, Amedeo" uniqKey="Napoli A" first="Amedeo" last="Napoli">Amedeo Napoli</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-205125" status="VALID"><idno type="RNSR">200818291B</idno><orgName>Knowledge representation, reasonning</orgName><orgName type="acronym">ORPAILLEUR</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/orpailleur</ref></desc><listRelation><relation active="#struct-129671" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-423086" type="direct"></relation><relation active="#struct-206040" type="indirect"></relation><relation active="#struct-413289" type="indirect"></relation><relation name="UMR7503" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-129671" type="direct"><org type="laboratory" xml:id="struct-129671" status="VALID"><idno type="RNSR">198618246Y</idno><orgName>INRIA Nancy - Grand Est</orgName><desc><address><addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/nancy</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-423086" type="direct"><org type="department" xml:id="struct-423086" status="VALID"><orgName>Department of Natural Language Processing & Knowledge Discovery</orgName><orgName type="acronym">LORIA - NLPKD</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.loria.fr/la-recherche-en/departements/Knowledge-and-Language-Management</ref></desc><listRelation><relation active="#struct-206040" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-413289" type="indirect"></relation><relation name="UMR7503" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-206040" type="indirect"><org type="laboratory" xml:id="struct-206040" status="VALID"><idno type="IdRef">067077927</idno><idno type="RNSR">198912571S</idno><idno type="IdUnivLorraine">[UL]RSI--</idno><orgName>Laboratoire Lorrain de Recherche en Informatique et ses Applications</orgName><orgName type="acronym">LORIA</orgName><date type="start">2012-01-01</date><desc><address><addrLine>Campus Scientifique BP 239 54506 Vandoeuvre-lès-Nancy Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.loria.fr</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-413289" type="direct"></relation><relation name="UMR7503" active="#struct-441569" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-413289" type="indirect"><org type="institution" xml:id="struct-413289" status="VALID"><idno type="IdRef">157040569</idno><idno type="IdUnivLorraine">[UL]100--</idno><orgName>Université de Lorraine</orgName><orgName type="acronym">UL</orgName><date type="start">2012-01-01</date><desc><address><addrLine>34 cours Léopold - CS 25233 - 54052 Nancy cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-lorraine.fr/</ref></desc></org></tutelle><tutelle name="UMR7503" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="IdRef">02636817X</idno><idno type="ISNI">0000000122597504</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Nancy</settlement><settlement type="city">Metz</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region></placeName><orgName type="university">Université de Lorraine</orgName></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">HAL</idno><idno type="RBID">Hal:hal-00760757</idno><idno type="halId">hal-00760757</idno><idno type="halUri">https://hal.archives-ouvertes.fr/hal-00760757</idno><idno type="url">https://hal.archives-ouvertes.fr/hal-00760757</idno><date when="2012-12-27">2012-12-27</date><idno type="wicri:Area/Hal/Corpus">004493</idno><idno type="wicri:Area/Hal/Curation">004493</idno><idno type="wicri:Area/Hal/Checkpoint">001402</idno><idno type="wicri:explorRef" wicri:stream="Hal" wicri:step="Checkpoint">001402</idno><idno type="wicri:Area/Main/Merge">001820</idno><idno type="wicri:Area/Main/Curation">001792</idno><idno type="wicri:Area/Main/Exploration">001792</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Semantic querying of data guided by Formal Concept Analysis</title><author><name sortKey="Codocedo, Victor" sort="Codocedo, Victor" uniqKey="Codocedo V" first="Victor" last="Codocedo">Victor Codocedo</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-36850" status="VALID"><orgName>Departamento de Informatica [Valparaíso, Chile]</orgName><desc><address><addrLine>Av.España 1680 - Valparaíso</addrLine><country key="CL"></country></address><ref type="url">http://portal.inf.utfsm.cl</ref></desc><listRelation><relation active="#struct-406898" type="direct"></relation></listRelation><tutelles><tutelle active="#struct-406898" type="direct"><org type="institution" xml:id="struct-406898" status="VALID"><orgName>Universidad Tecnica Federico Santa Maria [Valparaiso]</orgName><orgName type="acronym">UTFSM</orgName><desc><address><addrLine>Avenida España 1680, Valparaíso</addrLine><country key="CL"></country></address><ref type="url">http://www.usm.cl/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>Chili</country></affiliation></author><author><name sortKey="Lykourentzou, Ioanna" sort="Lykourentzou, Ioanna" uniqKey="Lykourentzou I" first="Ioanna" last="Lykourentzou">Ioanna Lykourentzou</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-96532" status="VALID"><orgName>Centre de Recherche Public Henri Tudor [Headquarters]</orgName><orgName type="acronym">CRP Henri Tudor</orgName><desc><address><addrLine>29 Avenue John F. Kennedy, 1855 LUXEMBOURG</addrLine><country key="LU"></country></address><ref type="url">http://www.tudor.lu/</ref></desc><listRelation><relation active="#struct-371421" type="direct"></relation></listRelation><tutelles><tutelle active="#struct-371421" type="direct"><org type="institution" xml:id="struct-371421" status="VALID"><orgName> Centre de Recherche Public Henri-Tudor [Luxembourg]</orgName><orgName type="acronym">CRP Henri-Tudor</orgName><desc><address><addrLine>6 Avenue des Hauts-Fourneaux. 4362 Esch-sur-Alzette, Luxembourg</addrLine><country key="LU"></country></address></desc></org></tutelle></tutelles></hal:affiliation><country>Luxembourg (pays)</country></affiliation></author><author><name sortKey="Napoli, Amedeo" sort="Napoli, Amedeo" uniqKey="Napoli A" first="Amedeo" last="Napoli">Amedeo Napoli</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-205125" status="VALID"><idno type="RNSR">200818291B</idno><orgName>Knowledge representation, reasonning</orgName><orgName type="acronym">ORPAILLEUR</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/orpailleur</ref></desc><listRelation><relation active="#struct-129671" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-423086" type="direct"></relation><relation active="#struct-206040" type="indirect"></relation><relation active="#struct-413289" type="indirect"></relation><relation name="UMR7503" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-129671" type="direct"><org type="laboratory" xml:id="struct-129671" status="VALID"><idno type="RNSR">198618246Y</idno><orgName>INRIA Nancy - Grand Est</orgName><desc><address><addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/nancy</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-423086" type="direct"><org type="department" xml:id="struct-423086" status="VALID"><orgName>Department of Natural Language Processing & Knowledge Discovery</orgName><orgName type="acronym">LORIA - NLPKD</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.loria.fr/la-recherche-en/departements/Knowledge-and-Language-Management</ref></desc><listRelation><relation active="#struct-206040" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-413289" type="indirect"></relation><relation name="UMR7503" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-206040" type="indirect"><org type="laboratory" xml:id="struct-206040" status="VALID"><idno type="IdRef">067077927</idno><idno type="RNSR">198912571S</idno><idno type="IdUnivLorraine">[UL]RSI--</idno><orgName>Laboratoire Lorrain de Recherche en Informatique et ses Applications</orgName><orgName type="acronym">LORIA</orgName><date type="start">2012-01-01</date><desc><address><addrLine>Campus Scientifique BP 239 54506 Vandoeuvre-lès-Nancy Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.loria.fr</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-413289" type="direct"></relation><relation name="UMR7503" active="#struct-441569" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-413289" type="indirect"><org type="institution" xml:id="struct-413289" status="VALID"><idno type="IdRef">157040569</idno><idno type="IdUnivLorraine">[UL]100--</idno><orgName>Université de Lorraine</orgName><orgName type="acronym">UL</orgName><date type="start">2012-01-01</date><desc><address><addrLine>34 cours Léopold - CS 25233 - 54052 Nancy cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-lorraine.fr/</ref></desc></org></tutelle><tutelle name="UMR7503" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="IdRef">02636817X</idno><idno type="ISNI">0000000122597504</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Nancy</settlement><settlement type="city">Metz</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region></placeName><orgName type="university">Université de Lorraine</orgName></affiliation></author></analytic></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>artificial intelligence</term><term>formal concept analysis</term><term>information retrieval</term><term>semantic similarity</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">In this paper we present a novel approach to handle querying over a concept lattice of documents and annotations. We focus on the problem of "non-matching documents", which are those that, despite being semantically relevant to the user query, do not contain the query's elements and hence cannot be retrieved by typical string matching approaches. In order to find these documents, we modify the initial user query using the concept lattice as a guide. We achieve this by identifying in the lattice a formal concept that represents the user query and then by finding potentially relevant concepts, identified as such through the proposed notion of cousin concepts. Finally, we use a concept semantic similarity metric to order and present retrieved documents. The main contribution of this paper is the introduction of the notion of cousin concepts of a given formal concept followed by a discussion on how this notion is useful for lattice-based information indexing and retrieval.</div></front></TEI><affiliations><list><country><li>Chili</li><li>France</li><li>Luxembourg (pays)</li></country><region><li>Grand Est</li><li>Lorraine (région)</li></region><settlement><li>Metz</li><li>Nancy</li></settlement><orgName><li>Université de Lorraine</li></orgName></list><tree><country name="Chili"><noRegion><name sortKey="Codocedo, Victor" sort="Codocedo, Victor" uniqKey="Codocedo V" first="Victor" last="Codocedo">Victor Codocedo</name></noRegion></country><country name="Luxembourg (pays)"><noRegion><name sortKey="Lykourentzou, Ioanna" sort="Lykourentzou, Ioanna" uniqKey="Lykourentzou I" first="Ioanna" last="Lykourentzou">Ioanna Lykourentzou</name></noRegion></country><country name="France"><region name="Grand Est"><name sortKey="Napoli, Amedeo" sort="Napoli, Amedeo" uniqKey="Napoli A" first="Amedeo" last="Napoli">Amedeo Napoli</name></region></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Lorraine/explor/InforLorV4/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 001792 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 001792 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Wicri/Lorraine
|area= InforLorV4
|flux= Main
|étape= Exploration
|type= RBID
|clé= Hal:hal-00760757
|texte= Semantic querying of data guided by Formal Concept Analysis
}}
| This area was generated with Dilib version V0.6.33. |  |